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			538 lines
		
	
	
		
			20 KiB
		
	
	
	
		
			C++
		
	
	
	
	
	
			
		
		
	
	
			538 lines
		
	
	
		
			20 KiB
		
	
	
	
		
			C++
		
	
	
	
	
	
//===- Parallelize.cpp - Auto parallelization using DS Graphs -------------===//
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// 
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//                     The LLVM Compiler Infrastructure
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//
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// This file was developed by the LLVM research group and is distributed under
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// the University of Illinois Open Source License. See LICENSE.TXT for details.
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// 
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//===----------------------------------------------------------------------===//
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//
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// This file implements a pass that automatically parallelizes a program,
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// using the Cilk multi-threaded runtime system to execute parallel code.
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// 
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// The pass uses the Program Dependence Graph (class PDGIterator) to
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// identify parallelizable function calls, i.e., calls whose instances
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// can be executed in parallel with instances of other function calls.
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// (In the future, this should also execute different instances of the same
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// function call in parallel, but that requires parallelizing across
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// loop iterations.)
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//
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// The output of the pass is LLVM code with:
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// (1) all parallelizable functions renamed to flag them as parallelizable;
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// (2) calls to a sync() function introduced at synchronization points.
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// The CWriter recognizes these functions and inserts the appropriate Cilk
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// keywords when writing out C code.  This C code must be compiled with cilk2c.
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// 
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// Current algorithmic limitations:
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// -- no array dependence analysis
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// -- no parallelization for function calls in different loop iterations
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//    (except in unlikely trivial cases)
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//
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// Limitations of using Cilk:
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// -- No parallelism within a function body, e.g., in a loop;
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// -- Simplistic synchronization model requiring all parallel threads 
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//    created within a function to block at a sync().
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// -- Excessive overhead at "spawned" function calls, which has no benefit
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//    once all threads are busy (especially common when the degree of
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//    parallelism is low).
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//
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//===----------------------------------------------------------------------===//
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#include "llvm/Transforms/Utils/DemoteRegToStack.h"
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#include "llvm/Analysis/PgmDependenceGraph.h"
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#include "llvm/Analysis/DataStructure.h"
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#include "llvm/Analysis/DSGraph.h"
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#include "llvm/Module.h"
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#include "llvm/Instructions.h"
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#include "llvm/DerivedTypes.h"
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#include "llvm/Support/InstVisitor.h"
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#include "Support/Statistic.h"
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#include "Support/STLExtras.h"
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#include "Support/hash_set"
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#include "Support/hash_map"
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#include <functional>
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#include <algorithm>
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//---------------------------------------------------------------------------- 
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// Global constants used in marking Cilk functions and function calls.
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//---------------------------------------------------------------------------- 
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static const char * const CilkSuffix = ".llvm2cilk";
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static const char * const DummySyncFuncName = "__sync.llvm2cilk";
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//---------------------------------------------------------------------------- 
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// Routines to identify Cilk functions, calls to Cilk functions, and syncs.
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//---------------------------------------------------------------------------- 
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static bool isCilk(const Function& F) {
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  return (F.getName().rfind(CilkSuffix) ==
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          F.getName().size() - std::strlen(CilkSuffix));
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}
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static bool isCilkMain(const Function& F) {
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  return F.getName() == "main" + std::string(CilkSuffix);
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}
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static bool isCilk(const CallInst& CI) {
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  return CI.getCalledFunction() && isCilk(*CI.getCalledFunction());
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}
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static bool isSync(const CallInst& CI) { 
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  return CI.getCalledFunction() &&
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         CI.getCalledFunction()->getName() == DummySyncFuncName;
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}
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//---------------------------------------------------------------------------- 
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// class Cilkifier
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//
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// Code generation pass that transforms code to identify where Cilk keywords
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// should be inserted.  This relies on `llvm-dis -c' to print out the keywords.
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//---------------------------------------------------------------------------- 
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class Cilkifier: public InstVisitor<Cilkifier>
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{
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  Function* DummySyncFunc;
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  // Data used when transforming each function.
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  hash_set<const Instruction*>  stmtsVisited;    // Flags for recursive DFS
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  hash_map<const CallInst*, hash_set<CallInst*> > spawnToSyncsMap;
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  // Input data for the transformation.
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  const hash_set<Function*>*    cilkFunctions;   // Set of parallel functions
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  PgmDependenceGraph*           depGraph;
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  void          DFSVisitInstr   (Instruction* I,
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                                 Instruction* root,
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                                 hash_set<const Instruction*>& depsOfRoot);
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public:
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  /*ctor*/      Cilkifier       (Module& M);
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  // Transform a single function including its name, its call sites, and syncs
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  // 
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  void          TransformFunc   (Function* F,
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                                 const hash_set<Function*>& cilkFunctions,
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                                 PgmDependenceGraph&  _depGraph);
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  // The visitor function that does most of the hard work, via DFSVisitInstr
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  // 
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  void visitCallInst(CallInst& CI);
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};
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Cilkifier::Cilkifier(Module& M)
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{
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  // create the dummy Sync function and add it to the Module
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  DummySyncFunc = M.getOrInsertFunction(DummySyncFuncName, Type::VoidTy, 0);
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}
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void Cilkifier::TransformFunc(Function* F,
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                              const hash_set<Function*>& _cilkFunctions,
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                              PgmDependenceGraph& _depGraph)
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{
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  // Memoize the information for this function
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  cilkFunctions = &_cilkFunctions;
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  depGraph = &_depGraph;
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  // Add the marker suffix to the Function name
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  // This should automatically mark all calls to the function also!
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  F->setName(F->getName() + CilkSuffix);
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  // Insert sync operations for each separate spawn
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  visit(*F);
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  // Now traverse the CFG in rPostorder and eliminate redundant syncs, i.e.,
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  // two consecutive sync's on a straight-line path with no intervening spawn.
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}
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void Cilkifier::DFSVisitInstr(Instruction* I,
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                              Instruction* root,
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                              hash_set<const Instruction*>& depsOfRoot)
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{
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  assert(stmtsVisited.find(I) == stmtsVisited.end());
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  stmtsVisited.insert(I);
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  // If there is a dependence from root to I, insert Sync and return
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  if (depsOfRoot.find(I) != depsOfRoot.end())
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    { // Insert a sync before I and stop searching along this path.
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      // If I is a Phi instruction, the dependence can only be an SSA dep.
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      // and we need to insert the sync in the predecessor on the appropriate
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      // incoming edge!
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      CallInst* syncI = 0;
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      if (PHINode* phiI = dyn_cast<PHINode>(I))
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        { // check all operands of the Phi and insert before each one
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          for (unsigned i = 0, N = phiI->getNumIncomingValues(); i < N; ++i)
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            if (phiI->getIncomingValue(i) == root)
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              syncI = new CallInst(DummySyncFunc, std::vector<Value*>(), "",
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                                   phiI->getIncomingBlock(i)->getTerminator());
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        }
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      else
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        syncI = new CallInst(DummySyncFunc, std::vector<Value*>(), "", I);
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      // Remember the sync for each spawn to eliminate redundant ones later
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      spawnToSyncsMap[cast<CallInst>(root)].insert(syncI);
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      return;
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    }
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  // else visit unvisited successors
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  if (BranchInst* brI = dyn_cast<BranchInst>(I))
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    { // visit first instruction in each successor BB
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      for (unsigned i = 0, N = brI->getNumSuccessors(); i < N; ++i)
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        if (stmtsVisited.find(&brI->getSuccessor(i)->front())
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            == stmtsVisited.end())
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          DFSVisitInstr(&brI->getSuccessor(i)->front(), root, depsOfRoot);
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    }
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  else
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    if (Instruction* nextI = I->getNext())
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      if (stmtsVisited.find(nextI) == stmtsVisited.end())
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        DFSVisitInstr(nextI, root, depsOfRoot);
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}
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void Cilkifier::visitCallInst(CallInst& CI)
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{
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  assert(CI.getCalledFunction() != 0 && "Only direct calls can be spawned.");
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  if (cilkFunctions->find(CI.getCalledFunction()) == cilkFunctions->end())
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    return;                             // not a spawn
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  // Find all the outgoing memory dependences.
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  hash_set<const Instruction*> depsOfRoot;
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  for (PgmDependenceGraph::iterator DI =
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         depGraph->outDepBegin(CI, MemoryDeps); ! DI.fini(); ++DI)
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    depsOfRoot.insert(&DI->getSink()->getInstr());
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  // Now find all outgoing SSA dependences to the eventual non-Phi users of
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  // the call value (i.e., direct users that are not phis, and for any
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  // user that is a Phi, direct non-Phi users of that Phi, and recursively).
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  std::vector<const PHINode*> phiUsers;
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  hash_set<const PHINode*> phisSeen;    // ensures we don't visit a phi twice
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  for (Value::use_iterator UI=CI.use_begin(), UE=CI.use_end(); UI != UE; ++UI)
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    if (const PHINode* phiUser = dyn_cast<PHINode>(*UI))
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      {
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        if (phisSeen.find(phiUser) == phisSeen.end())
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          {
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            phiUsers.push_back(phiUser);
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            phisSeen.insert(phiUser);
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          }
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      }
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    else
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      depsOfRoot.insert(cast<Instruction>(*UI));
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  // Now we've found the non-Phi users and immediate phi users.
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  // Recursively walk the phi users and add their non-phi users.
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  for (const PHINode* phiUser; !phiUsers.empty(); phiUsers.pop_back())
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    {
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      phiUser = phiUsers.back();
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      for (Value::use_const_iterator UI=phiUser->use_begin(),
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             UE=phiUser->use_end(); UI != UE; ++UI)
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        if (const PHINode* pn = dyn_cast<PHINode>(*UI))
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          {
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            if (phisSeen.find(pn) == phisSeen.end())
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              {
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                phiUsers.push_back(pn);
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                phisSeen.insert(pn);
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              }
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          }
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        else
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          depsOfRoot.insert(cast<Instruction>(*UI));
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    }
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  // Walk paths of the CFG starting at the call instruction and insert
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  // one sync before the first dependence on each path, if any.
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  if (! depsOfRoot.empty())
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    {
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      stmtsVisited.clear();             // start a new DFS for this CallInst
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      assert(CI.getNext() && "Call instruction cannot be a terminator!");
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      DFSVisitInstr(CI.getNext(), &CI, depsOfRoot);
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    }
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  // Now, eliminate all users of the SSA value of the CallInst, i.e., 
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  // if the call instruction returns a value, delete the return value
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  // register and replace it by a stack slot.
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  if (CI.getType() != Type::VoidTy)
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    DemoteRegToStack(CI);
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}
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//---------------------------------------------------------------------------- 
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// class FindParallelCalls
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//
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// Find all CallInst instructions that have at least one other CallInst
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// that is independent.  These are the instructions that can produce
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// useful parallelism.
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//---------------------------------------------------------------------------- 
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class FindParallelCalls : public InstVisitor<FindParallelCalls> {
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  typedef hash_set<CallInst*>           DependentsSet;
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  typedef DependentsSet::iterator       Dependents_iterator;
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  typedef DependentsSet::const_iterator Dependents_const_iterator;
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  PgmDependenceGraph& depGraph;         // dependence graph for the function
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  hash_set<Instruction*> stmtsVisited;  // flags for DFS walk of depGraph
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  hash_map<CallInst*, bool > completed; // flags marking if a CI is done
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  hash_map<CallInst*, DependentsSet> dependents; // dependent CIs for each CI
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  void VisitOutEdges(Instruction*   I,
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                     CallInst*      root,
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                     DependentsSet& depsOfRoot);
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  FindParallelCalls(const FindParallelCalls &); // DO NOT IMPLEMENT
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  void operator=(const FindParallelCalls&);     // DO NOT IMPLEMENT
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public:
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  std::vector<CallInst*> parallelCalls;
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public:
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  /*ctor*/      FindParallelCalls       (Function& F, PgmDependenceGraph& DG);
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  void          visitCallInst           (CallInst& CI);
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};
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FindParallelCalls::FindParallelCalls(Function& F,
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                                     PgmDependenceGraph& DG)
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  : depGraph(DG)
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{
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  // Find all CallInsts reachable from each CallInst using a recursive DFS
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  visit(F);
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  // Now we've found all CallInsts reachable from each CallInst.
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  // Find those CallInsts that are parallel with at least one other CallInst
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  // by counting total inEdges and outEdges.
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  // 
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  unsigned long totalNumCalls = completed.size();
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  if (totalNumCalls == 1)
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    { // Check first for the special case of a single call instruction not
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      // in any loop.  It is not parallel, even if it has no dependences
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      // (this is why it is a special case).
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      //
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      // FIXME:
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      // THIS CASE IS NOT HANDLED RIGHT NOW, I.E., THERE IS NO
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      // PARALLELISM FOR CALLS IN DIFFERENT ITERATIONS OF A LOOP.
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      // 
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      return;
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    }
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  hash_map<CallInst*, unsigned long> numDeps;
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  for (hash_map<CallInst*, DependentsSet>::iterator II = dependents.begin(),
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         IE = dependents.end(); II != IE; ++II)
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    {
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      CallInst* fromCI = II->first;
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      numDeps[fromCI] += II->second.size();
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      for (Dependents_iterator DI = II->second.begin(), DE = II->second.end();
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           DI != DE; ++DI)
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        numDeps[*DI]++;                 // *DI can be reached from II->first
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    }
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  for (hash_map<CallInst*, DependentsSet>::iterator
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         II = dependents.begin(), IE = dependents.end(); II != IE; ++II)
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    // FIXME: Remove "- 1" when considering parallelism in loops
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    if (numDeps[II->first] < totalNumCalls - 1)
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      parallelCalls.push_back(II->first);
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}
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void FindParallelCalls::VisitOutEdges(Instruction* I,
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                                      CallInst* root,
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                                      DependentsSet& depsOfRoot)
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{
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  assert(stmtsVisited.find(I) == stmtsVisited.end() && "Stmt visited twice?");
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  stmtsVisited.insert(I);
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  if (CallInst* CI = dyn_cast<CallInst>(I))
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    // FIXME: Ignoring parallelism in a loop.  Here we're actually *ignoring*
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    // a self-dependence in order to get the count comparison right above.
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    // When we include loop parallelism, self-dependences should be included.
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    // 
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    if (CI != root)
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      { // CallInst root has a path to CallInst I and any calls reachable from I
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        depsOfRoot.insert(CI);
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        if (completed[CI])
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          { // We have already visited I so we know all nodes it can reach!
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            DependentsSet& depsOfI = dependents[CI];
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            depsOfRoot.insert(depsOfI.begin(), depsOfI.end());
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            return;
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          }
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      }
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  // If we reach here, we need to visit all children of I
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  for (PgmDependenceGraph::iterator DI = depGraph.outDepBegin(*I);
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       ! DI.fini(); ++DI)
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    {
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      Instruction* sink = &DI->getSink()->getInstr();
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      if (stmtsVisited.find(sink) == stmtsVisited.end())
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        VisitOutEdges(sink, root, depsOfRoot);
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    }
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}
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void FindParallelCalls::visitCallInst(CallInst& CI)
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{
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  if (completed[&CI])
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    return;
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  stmtsVisited.clear();                      // clear flags to do a fresh DFS
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  // Visit all children of CI using a recursive walk through dep graph
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  DependentsSet& depsOfRoot = dependents[&CI];
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  for (PgmDependenceGraph::iterator DI = depGraph.outDepBegin(CI);
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       ! DI.fini(); ++DI)
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    {
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      Instruction* sink = &DI->getSink()->getInstr();
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      if (stmtsVisited.find(sink) == stmtsVisited.end())
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        VisitOutEdges(sink, &CI, depsOfRoot);
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    }
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  completed[&CI] = true;
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}
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//---------------------------------------------------------------------------- 
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// class Parallelize
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//
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// (1) Find candidate parallel functions: any function F s.t.
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//       there is a call C1 to the function F that is followed or preceded
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//       by at least one other call C2 that is independent of this one
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//       (i.e., there is no dependence path from C1 to C2 or C2 to C1)
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// (2) Label such a function F as a cilk function.
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// (3) Convert every call to F to a spawn
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// (4) For every function X, insert sync statements so that
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//        every spawn is postdominated by a sync before any statements
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//        with a data dependence to/from the call site for the spawn
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// 
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//---------------------------------------------------------------------------- 
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namespace {
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  class Parallelize: public Pass
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  {
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  public:
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    /// Driver functions to transform a program
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    ///
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    bool run(Module& M);
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    /// getAnalysisUsage - Modifies extensively so preserve nothing.
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    /// Uses the DependenceGraph and the Top-down DS Graph (only to find
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    /// all functions called via an indirect call).
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    ///
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    void getAnalysisUsage(AnalysisUsage &AU) const {
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      AU.addRequired<TDDataStructures>();
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      AU.addRequired<MemoryDepAnalysis>();  // force this not to be released
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      AU.addRequired<PgmDependenceGraph>(); // because it is needed by this
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    }
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  };
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  RegisterOpt<Parallelize> X("parallel", "Parallelize program using Cilk");
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}
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static Function* FindMain(Module& M)
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{
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  for (Module::iterator FI = M.begin(), FE = M.end(); FI != FE; ++FI)
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    if (FI->getName() == std::string("main"))
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      return FI;
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  return NULL;
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}
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bool Parallelize::run(Module& M)
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{
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  hash_set<Function*> parallelFunctions;
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  hash_set<Function*> safeParallelFunctions;
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  hash_set<const GlobalValue*> indirectlyCalled;
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  // If there is no main (i.e., for an incomplete program), we can do nothing.
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  // If there is a main, mark main as a parallel function.
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  // 
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  Function* mainFunc = FindMain(M);
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  if (!mainFunc)
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    return false;
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  // (1) Find candidate parallel functions and mark them as Cilk functions
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  // 
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  for (Module::iterator FI = M.begin(), FE = M.end(); FI != FE; ++FI)
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    if (! FI->isExternal())
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      {
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        Function* F = FI;
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        DSGraph& tdg = getAnalysis<TDDataStructures>().getDSGraph(*F);
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        // All the hard analysis work gets done here!
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        // 
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        FindParallelCalls finder(*F,
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                                getAnalysis<PgmDependenceGraph>().getGraph(*F));
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                        /* getAnalysis<MemoryDepAnalysis>().getGraph(*F)); */
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        // Now we know which call instructions are useful to parallelize.
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        // Remember those callee functions.
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        // 
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        for (std::vector<CallInst*>::iterator
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               CII = finder.parallelCalls.begin(),
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               CIE = finder.parallelCalls.end(); CII != CIE; ++CII)
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          {
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            // Check if this is a direct call...
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            if ((*CII)->getCalledFunction() != NULL)
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              { // direct call: if this is to a non-external function,
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                // mark it as a parallelizable function
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                if (! (*CII)->getCalledFunction()->isExternal())
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                  parallelFunctions.insert((*CII)->getCalledFunction());
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              }
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            else
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              { // Indirect call: mark all potential callees as bad
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                std::vector<GlobalValue*> callees =
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                  tdg.getNodeForValue((*CII)->getCalledValue())
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                  .getNode()->getGlobals();
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                indirectlyCalled.insert(callees.begin(), callees.end());
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              }
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          }
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      }
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  // Remove all indirectly called functions from the list of Cilk functions.
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  // 
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  for (hash_set<Function*>::iterator PFI = parallelFunctions.begin(),
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         PFE = parallelFunctions.end(); PFI != PFE; ++PFI)
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    if (indirectlyCalled.count(*PFI) == 0)
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      safeParallelFunctions.insert(*PFI);
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#undef CAN_USE_BIND1ST_ON_REFERENCE_TYPE_ARGS
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#ifdef CAN_USE_BIND1ST_ON_REFERENCE_TYPE_ARGS
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  // Use this indecipherable STLese because erase invalidates iterators.
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  // Otherwise we have to copy sets as above.
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  hash_set<Function*>::iterator extrasBegin = 
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    std::remove_if(parallelFunctions.begin(), parallelFunctions.end(),
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                   compose1(std::bind2nd(std::greater<int>(), 0),
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                            bind_obj(&indirectlyCalled,
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                                     &hash_set<const GlobalValue*>::count)));
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  parallelFunctions.erase(extrasBegin, parallelFunctions.end());
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#endif
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  // If there are no parallel functions, we can just give up.
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  if (safeParallelFunctions.empty())
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    return false;
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  // Add main as a parallel function since Cilk requires this.
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  safeParallelFunctions.insert(mainFunc);
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  // (2,3) Transform each Cilk function and all its calls simply by
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  //     adding a unique suffix to the function name.
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  //     This should identify both functions and calls to such functions
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  //     to the code generator.
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  // (4) Also, insert calls to sync at appropriate points.
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  // 
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  Cilkifier cilkifier(M);
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  for (hash_set<Function*>::iterator CFI = safeParallelFunctions.begin(),
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         CFE = safeParallelFunctions.end(); CFI != CFE; ++CFI)
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    {
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      cilkifier.TransformFunc(*CFI, safeParallelFunctions,
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                             getAnalysis<PgmDependenceGraph>().getGraph(**CFI));
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      /* getAnalysis<MemoryDepAnalysis>().getGraph(**CFI)); */
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    }
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  return true;
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}
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